| value-based multiple software projects scheduling with genetic algorithm | |
| Xiao Junchao; Wang Qing; Li Mingshu; Yang Qiusong; Xie Lizi; Liu Dapeng | |
| 2009 | |
| 会议名称 | International Conference on Software Process |
| 会议录名称 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| 会议日期 | MAY 16-17, |
| 会议地点 | Vancouver, CANADA |
| 出版地 | HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY |
| 出版者 | TRUSTWORTHY SOFTWARE DEVELOPMENT PROCESSES, PROCEEDINGS |
| ISSN | 0302-9743 |
| ISBN | 978-3-642-01679-0 |
| 部门归属 | Xiao, Junchao; Wang, Qing; Li, Mingshu; Yang, Qiusong; Xie, Lizi; Liu, Dapeng Chinese Acad Sci, Inst Software, Lab Internet Software Technol, Beijing 100190, Peoples R China. |
| 摘要 | Scheduling human resources to multiple projects under various resource requirements, constraints and value objectives is a key problem that many software organizations struggle with. This paper gives a value-based human resource scheduling method among multiple software projects by using a genetic algorithm. The method synthesizes the constraints such as those of schedule and cost as well as the value objectives among different projects, and also the construction of comprehensive value function for evaluating the results of human resource scheduling. Under the guidance of value function, capable human resources can be scheduled for project activities by using the genetic algorithm and make the near-maximum value for organizations. Case study and the simulation results show that the method can perform the scheduling and reflect the value objectives of different projects effectively, and the results provide a concrete decision support for project managers. |
| 关键词 | Value Human Resource Multi-project Scheduling Genetic Algorithm |
| 主办者 | Chinese Acad Sci, ISCAS Lab Internet Software Technologies |
| 内容类型 | 会议论文 |
| URI标识 | http://ir.iscas.ac.cn/handle/311060/8370 |
| 专题 | 互联网软件技术实验室 |
| 推荐引用方式 GB/T 7714 | Xiao Junchao,Wang Qing,Li Mingshu,et al. value-based multiple software projects scheduling with genetic algorithm[C]. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY:TRUSTWORTHY SOFTWARE DEVELOPMENT PROCESSES, PROCEEDINGS,2009. |
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